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Bringing visibility to rural users in Cote d'Ivoire

Published: 07 December 2013 Publication History

Abstract

Cellular networks are often the first telecommunications infrastructure in developing regions. By studying cellular net- work traffic, researchers gain insight into how technologies can be used to access services critical to further development. In this work, we approach a cellular traffic dataset provided by Orange in Cote d'Ivoire with the goal of identifying distinctions between urban and rural use of cellular infrastructure. We report on a number of interesting differences between urban and rural usage of cellular infrastructure. For instance, 70% of calls that originate in rural areas occur within the vicinity of the same antenna, whereas the same is true for only 23% of calls with urban origin. We are compelled to conclude that development efforts for rural areas might be implemented differently from development efforts in urban areas based on divergent use of current cellular infrastructure.

References

[1]
European Commission urban-rural typology. http://epp.eurostat.ec.europa.eu/statistics_explained/index.php/Urban-rural_typology. Accessed: February 2013.
[2]
A. Botha and L. Butgereit. Dr Math: A Mobile Scaffolding Environment. International Journal of Mobile and Blended Learning, 4(2): 15--29, April 2012.
[3]
V. Blondel, G. Krings, and I. Thomas. Regions and borders of mobile telephony in Belgium and in the Brussels metropolitan zone. In The e-journal for academic research on Brussels, Issue 42, October 2010.
[4]
J. Burrell. Invisible users: Youth in the Internet cafes of urban Ghana. The MIT Press, May 2012.
[5]
F. Calabrese and C. Ratti. Real Time Rome. In Networks and Communication Studies -- Official journal of the IGU's Geography of Information Society Commission, 20: 3, 247--258, 2006.
[6]
F. Calabrese, Z. Smoreda, V. Blondel, and C. Ratti. Interplay between telecommunications and face-to-face interactions: A study using mobile phone data. In PLoS ONE 6(7), 2010.
[7]
J. Donner. The rules of beeping: exchanging messages using missed calls on mobile phones in sub-Saharan Africa. International Communications Association, May 2005.
[8]
N. Eagle, Y. de Montjoye, and L. Bettencourt. Community computing: Comparisons between rural and urban societies using mobile phone data. In International Conference on Computational Science and Engineering, volume 4, pages 144--150, 2009.
[9]
M. C. Gonzalez, C. A. Hidalgo, and A. L. Barabasi. Understanding individual human mobility patterns. In Nature, Vol. 453, No. 7196., pp. 779--782, 05 June 2008.
[10]
K. Heimerl, K. Ali, J. Blumenstock, B. Gawalt, and E. Brewer. Expanding Rural Cellular Networks with Virtual Coverage. In NSDI, April 2013.
[11]
International Telecommunications Union. The World in 2011; Facts and Figures. http://http://www.itu.int/en/ITU-D/Statistics/Documents/facts/ICTFactsFigures2013.pdf, 2011.
[12]
M. Kenney and B. Pon. Structuring the smartphone industry: is the mobile internet os platform the key? Journal of Industry, Competition and Trade, 11(3): 239--261, 2011.
[13]
I. Mbiti and D. N. Weil. Mobile Banking: The Impact of M-Pesa in Kenya. Working Paper 17129, National Bureau of Economic Research, June 2011.
[14]
J. Onnela, S. Arbesman, M. Gonzalez, and a. N. C. A. Barabasi. Geographic constraints on social network groups. In PLoS ONE 6(4), 2011.
[15]
M. Paik, J. Chen, and L. Subramanian. Epothecary: cost-effective drug pedigree tracking and authentication using mobile phones. In ACM MobiHeld, August 2009.
[16]
M. Zheleva, A. Paul, D. L. Johnson, and E. Belding. Kwiizya: Local cellular network services in remote areas. In ACM MobiSys, July 2013.

Cited By

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  • (2020)A Key 6G Challenge and Opportunity—Connecting the Base of the Pyramid: A Survey on Rural ConnectivityProceedings of the IEEE10.1109/JPROC.2020.2976703108:4(533-582)Online publication date: Apr-2020
  • (2019)Third-Party Cellular Congestion Detection and AugmentationIEEE Transactions on Mobile Computing10.1109/TMC.2018.282703118:1(221-234)Online publication date: 1-Jan-2019
  • (2016)Navigating connectivity in reduced infrastructure environmentsProceedings of the Second Workshop on Computing within Limits10.1145/2926676.2926691(1-7)Online publication date: 8-Jun-2016
  • Show More Cited By

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    Published In

    cover image ACM Other conferences
    ICTD '13: Proceedings of the Sixth International Conference on Information and Communications Technologies and Development: Notes - Volume 2
    December 2013
    214 pages
    ISBN:9781450319072
    DOI:10.1145/2517899
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

    Sponsors

    • IPID: International Network for Postgraduate Students in the area of ICT4D
    • University of the Western Cape: University of the Western Cape
    • Nokia
    • Google Inc.
    • Microsoft: Microsoft
    • University of Cape Town
    • Microsoft Reasearch: Microsoft Reasearch
    • IDRC: International Development Research Centre
    • IBM: IBM

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 07 December 2013

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    Author Tags

    1. Cote d'Ivoire
    2. analysis
    3. cellular networks
    4. rural and urban area usage

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    • Research-article

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    ICTD 2013
    Sponsor:
    • IPID
    • University of the Western Cape
    • Microsoft
    • Microsoft Reasearch
    • IDRC
    • IBM

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    Overall Acceptance Rate 22 of 116 submissions, 19%

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    Cited By

    View all
    • (2020)A Key 6G Challenge and Opportunity—Connecting the Base of the Pyramid: A Survey on Rural ConnectivityProceedings of the IEEE10.1109/JPROC.2020.2976703108:4(533-582)Online publication date: Apr-2020
    • (2019)Third-Party Cellular Congestion Detection and AugmentationIEEE Transactions on Mobile Computing10.1109/TMC.2018.282703118:1(221-234)Online publication date: 1-Jan-2019
    • (2016)Navigating connectivity in reduced infrastructure environmentsProceedings of the Second Workshop on Computing within Limits10.1145/2926676.2926691(1-7)Online publication date: 8-Jun-2016
    • (2016)HybridCell: Cellular connectivity on the fringes with demand-driven local cellsIEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications10.1109/INFOCOM.2016.7524591(1-9)Online publication date: Apr-2016
    • (2014)Emergenet: robust, rapidly deployable cellular networksIEEE Communications Magazine10.1109/MCOM.2014.697995552:12(74-80)Online publication date: Dec-2014

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